Triple

T4375132
Position Surface form Disambiguated ID Type / Status
Subject GoRaleigh E98985 entity
Predicate connectsWith P37 FINISHED
Object GoDurham
GoDurham is the public transit system serving Durham, North Carolina, operating local bus services that connect with neighboring city networks.
 E158 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: GoDurham | Statement: [GoRaleigh, connectsWith, GoDurham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GoDurham
Context triple: [GoRaleigh, connectsWith, GoDurham]
  • A. Durham, North Carolina
    Durham, North Carolina is a major city in the Research Triangle region known for Duke University, a strong research and tech economy, and a rich civil rights and tobacco-industry history.
  • B. Durham
    Durham is a historic cathedral city in northeast England known for its Norman architecture and prestigious university.
  • C. Durham
    Durham is a regional municipality in Southern Ontario, Canada, encompassing several communities east of Toronto including cities like Whitby and Oshawa.
  • D. Dublin, North Carolina
    Dublin, North Carolina is a small town located in southeastern North Carolina within Bladen County.
  • E. Durham, New Hampshire
    Durham, New Hampshire is a small New England town best known as the home of the University of New Hampshire and for its historic role in early American history.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: GoDurham
Triple: [GoRaleigh, connectsWith, GoDurham]
Generated description
GoDurham is the public transit system serving Durham, North Carolina, operating local bus services that connect with neighboring city networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GoDurham
Target entity description: GoDurham is the public transit system serving Durham, North Carolina, operating local bus services that connect with neighboring city networks.
  • A. Durham, North Carolina chosen
    Durham, North Carolina is a major city in the Research Triangle region known for Duke University, a strong research and tech economy, and a rich civil rights and tobacco-industry history.
  • B. Durham
    Durham is a historic cathedral city in northeast England known for its Norman architecture and prestigious university.
  • C. Durham
    Durham is a regional municipality in Southern Ontario, Canada, encompassing several communities east of Toronto including cities like Whitby and Oshawa.
  • D. Dublin, North Carolina
    Dublin, North Carolina is a small town located in southeastern North Carolina within Bladen County.
  • E. Durham, New Hampshire
    Durham, New Hampshire is a small New England town best known as the home of the University of New Hampshire and for its historic role in early American history.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352222df48190bead639e99635faf completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e5162d5081909e7d8813907e25a6 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:18 p.m.